Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-24 3467.238289 3714.493251 3961.890998 4227.680054 4504.823111 4784.969681 5089.235752
2025-08-31 3022.034158 3395.530166 3780.407937 4205.434837 4660.435657 5131.765841 5655.754059
2025-09-07 2788.629079 3244.761163 3724.912196 4265.538213 4854.862706 5475.468411 6176.082596
2025-09-14 2580.198232 3095.214722 3647.404144 4279.424365 4978.805864 5725.270898 6578.432323
2025-09-21 2397.229454 2957.137655 3567.538545 4276.465661 5071.350537 5929.653459 6921.019274
2025-09-28 2188.498017 2776.047985 3427.230303 4194.356872 5065.438850 6016.418749 7125.712870
2025-10-05 2138.693414 2771.535648 3481.760800 4327.410412 5296.681085 6363.408450 7616.646086
2025-10-12 2056.323402 2723.106803 3480.902836 4392.788616 5447.620379 6617.637177 8001.738803
2025-10-19 1950.033805 2640.434279 3435.208873 4401.836741 5530.272970 6791.649221 8293.949418
2025-10-26 1850.416188 2560.639953 3388.484930 4405.671298 5603.486609 6952.190372 8568.668356
2025-11-02 1776.483019 2508.287862 3371.104224 4441.137901 5711.063353 7150.268602 8884.888725
2025-11-09 1676.189514 2418.918497 3305.477580 4415.872093 5744.603451 7260.718638 9098.695478
2025-11-16 1607.466208 2367.531944 3285.216178 4445.052554 5843.376837 7448.701137 9404.992538
2025-11-23 1516.260596 2284.062076 3222.777411 4420.900488 5877.045508 7559.699876 9621.578258
2025-11-30 1473.082274 2260.204289 3232.371170 4483.003143 6012.718271 7789.527100 9976.240479
2025-12-07 1410.492078 2208.303228 3204.654060 4497.346077 6089.378479 7948.750473 10247.604984
2025-12-14 1343.905525 2148.366297 3164.502141 4494.290051 6143.339079 8079.900598 10485.144863
2025-12-21 1245.323271 2041.641097 3061.312903 4409.470820 6094.918032 8086.953828 10574.252333
2025-12-28 1247.584204 2071.821792 3134.563828 4546.907323 6319.745700 8421.730531 11053.181020
2026-01-04 1220.775075 2060.699553 3153.171545 4614.421808 6457.923414 8652.331098 11408.391218
2026-01-11 1171.649847 2016.640986 3127.129228 4623.764704 6523.040020 8794.204802 11657.351083
2026-01-18 1122.945009 1971.305702 3097.890191 4627.724121 6580.461330 8926.098725 11893.985634
2026-01-25 1089.357687 1946.200759 3094.572565 4664.343768 6678.236953 9106.792262 12189.323359